AI agents are powerful, but without a strong control plane and hard guardrails, they’re just one bad decision away from chaos.

Python -O won’t magically make every script faster, but in the right workloads it’s a free win—here’s how to test it safely.

I used ChatGPT to build a Moltbot and get accepted onto Moltbook. Here’s a step-by-step look at what I did, what went wrong, and what finally worked.